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summary-statistics
Summary statistics are essential tools in the field of statistics, providing a concise overview of a dataset’s key characteristics. They help in simplifying complex data by summarizing it into a few representative values, such as the mean, median, mode, range, and standard deviation. These statistics enable researchers and analysts to quickly grasp the central tendency, variability, and distribution of the data, facilitating easier comparisons and interpretations. However, it is crucial to approach summary statistics with caution, as they may not always reflect the underlying data accurately, especially in the presence of outliers or skewed distributions.
Descriptive Statistics
Statistics is main contributor to multiple scientific research and analysis. Statistics uses quantitative knowledge to the create data collection schemes, process the data, analyze the data, and…
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Statistics : The Collection, Analysis and Inference of Data ( Part I )
Statistics are numbers that summarise raw facts and figures in some meaningful way. They present key ideas that may not be immediately apparent by just looking at the raw data, and by data, we mean…
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Statistics
Statistics is the science that is concerned with methods for collecting, organizing, analyzing, and interpreting data . Data refers to any collection of facts, such as numbers, words, measurements, or...
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Be Cautious Before Drawing Any Conclusions Using Summary Statistics
While analyzing data, one may be tempted to draw conclusions solely based on its statistics. Yet, the actual data might be conveying a totally different story. Here's a visual depicting nine datasets ...
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Understanding Descriptive Statistics
Statistics is a branch of mathematics that deals with collecting, interpreting, organization, and interpretation of data. Initially, when we get the data, instead of applying fancy algorithms and…
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Introduction to the Descriptive Statistics
Descriptive statistics summarize, show, and analyze the data and make it more understandable. If the dataset is large, it is hard to make any sense from the raw data. Using descriptive statistics…
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Welcome to Simply Statistics 2.0
Welcome to the re-designed, re-hosted and re-platformed Simply Statistics blog. We have moved the blog over to the WordPress platform to give us some newer features that were lacking over at tumblr. S...
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Performing Statistical Estimation
Statistics, as we know, is the study of gathering data, summarizing & visualizing the data, identifying patterns, differences, limitations and inconsistencies and extrapolating information regarding…
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Step-by-Step Guide to Mastering Descriptive Statistics
Introduction Descriptive statistics is the first crucial step in any data analysis process. It involves collecting, summarizing, and presenting data in an informative way, allowing us to understand a...
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Statistics for Data Science 101 Series — Descriptive Statistics
Statistics for Data Science 101 Series — Descriptive Statistics In continuation of the previous article in the series, we will deep dive into the area of descriptive statistics! What is it? What does...
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Guide to Using Descriptive Statistics in Data Science
Understand the key concepts to summarize data Photo by Cathryn Lavery on Unsplash Statistics are at the heart of data science and data analysis. Understanding the basic concepts and knowing when to p...
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Complete Guide to Statistics — Descriptive Statistics: Part-1
The Ultimate Guide to Statistics: Part 1— Descriptive Statistics Introduction Welcome to my statistics blog series! We’ll explore several different subjects in this series, including Descriptive Stat...
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